Fold 0
Model 0 best validation auc = 0.756338 on epoch 5
Model 0 test auc = 0.747140
Ensemble test auc = 0.747140
Fold 1
Model 0 best validation auc = 0.760094 on epoch 2
Model 0 test auc = 0.720650
Ensemble test auc = 0.720650
Fold 2
Model 0 best validation auc = 0.721596 on epoch 4
Model 0 test auc = 0.783865
Ensemble test auc = 0.783865
Fold 3
Model 0 best validation auc = 0.736620 on epoch 1
Model 0 test auc = 0.738712
Ensemble test auc = 0.738712
Fold 4
Model 0 best validation auc = 0.727700 on epoch 5
Model 0 test auc = 0.745334
Ensemble test auc = 0.745334
Fold 5
Model 0 best validation auc = 0.746479 on epoch 1
Model 0 test auc = 0.721252
Ensemble test auc = 0.721252
Fold 6
Model 0 best validation auc = 0.735211 on epoch 3
Model 0 test auc = 0.754365
Ensemble test auc = 0.754365
Fold 7
Model 0 best validation auc = 0.723944 on epoch 2
Model 0 test auc = 0.762191
Ensemble test auc = 0.762191
Fold 8
Model 0 best validation auc = 0.746948 on epoch 7
Model 0 test auc = 0.697772
Ensemble test auc = 0.697772
Fold 9
Model 0 best validation auc = 0.719718 on epoch 4
Model 0 test auc = 0.742926
Ensemble test auc = 0.742926
10-fold cross validation
	Seed 0 ==> test auc = 0.747140
	Seed 1 ==> test auc = 0.720650
	Seed 2 ==> test auc = 0.783865
	Seed 3 ==> test auc = 0.738712
	Seed 4 ==> test auc = 0.745334
	Seed 5 ==> test auc = 0.721252
	Seed 6 ==> test auc = 0.754365
	Seed 7 ==> test auc = 0.762191
	Seed 8 ==> test auc = 0.697772
	Seed 9 ==> test auc = 0.742926
Overall test auc = 0.741421 +/- 0.022807
Elapsed time = 0:06:54
